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Generative Models

7,221 papers

Papers per year

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Papers

Speech Enhancement with Stochastic Temporal Convolutional Networks INTERSPEECH 2020
Non-Parallel Voice Conversion with Fewer Labeled Data by Conditional Generative Adversarial Networks INTERSPEECH 2020
Voice Conversion Using Speech-to-Speech Neuro-Style Transfer INTERSPEECH 2020
Exploring TTS Without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) INTERSPEECH 2020
Single-Channel Blind Direct-to-Reverberation Ratio Estimation Using Masking INTERSPEECH 2020
Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective JMLR 2020
Cramer-Wold Auto-Encoder JMLR 2020
A Theoretical Analysis of Deep Q-Learning L4DC 2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model MIDL 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation MIDL 2020
DIVA: Domain Invariant Variational Autoencoders MIDL 2020
Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations MIDL 2020
Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks MIDL 2020
Towards multi-sequence MR image recovery from undersampled k-space data MIDL 2020
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective. MIDL 2020
PathologyGAN: Learning deep representations of cancer tissue MIDL 2020
Domain adaptation model for retinopathy detection from cross-domain OCT images MIDL 2020
Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network MIDL 2020
Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations PGM 2020
Discriminative Non-Parametric Learning of Arithmetic Circuits PGM 2020
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures PGM 2020
Deep Generalized Convolutional Sum-Product Networks PGM 2020
Residual Sum-Product Networks PGM 2020
CS-NLP Team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task SEMEVAL 2020
KAFK at SemEval-2020 Task 12: Checkpoint Ensemble of Transformers for Hate Speech Classification SEMEVAL 2020